Dataset statistics
| Number of variables | 14 |
|---|---|
| Number of observations | 95339 |
| Missing cells | 190678 |
| Missing cells (%) | 14.3% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 9.5 MiB |
| Average record size in memory | 105.0 B |
Variable types
| Numeric | 9 |
|---|---|
| Categorical | 2 |
| Unsupported | 2 |
| Boolean | 1 |
Production is highly overall correlated with num_sizes and 3 other fields | High correlation |
id_season is highly overall correlated with year | High correlation |
num_sizes is highly overall correlated with Production and 3 other fields | High correlation |
num_stores is highly overall correlated with Production and 3 other fields | High correlation |
weekly_demand is highly overall correlated with Production and 3 other fields | High correlation |
weekly_sales is highly overall correlated with Production and 3 other fields | High correlation |
year is highly overall correlated with id_season | High correlation |
has_plus_sizes is highly imbalanced (51.7%) | Imbalance |
heel_shape_type has 95339 (100.0%) missing values | Missing |
toecap_type has 95339 (100.0%) missing values | Missing |
heel_shape_type is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
toecap_type is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Reproduction
| Analysis started | 2025-11-15 11:52:15.991027 |
|---|---|
| Analysis finished | 2025-11-15 11:52:32.088822 |
| Duration | 16.1 seconds |
| Software version | ydata-profiling vv4.6.5 |
| Download configuration | config.json |
ID
Real number (ℝ)
| Distinct | 9843 |
|---|---|
| Distinct (%) | 10.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6373.2094 |
| Minimum | 1 |
|---|---|
| Maximum | 12767 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 745.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 631 |
| Q1 | 3205 |
| median | 6379 |
| Q3 | 9515.5 |
| 95-th percentile | 12140 |
| Maximum | 12767 |
| Range | 12766 |
| Interquartile range (IQR) | 6310.5 |
Descriptive statistics
| Standard deviation | 3681.0071 |
|---|---|
| Coefficient of variation (CV) | 0.57757511 |
| Kurtosis | -1.1881897 |
| Mean | 6373.2094 |
| Median Absolute Deviation (MAD) | 3158 |
| Skewness | 0.0054325096 |
| Sum | 6.0761541 × 108 |
| Variance | 13549813 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 11792 | 31 | < 0.1% |
| 7845 | 31 | < 0.1% |
| 6056 | 31 | < 0.1% |
| 2520 | 31 | < 0.1% |
| 983 | 31 | < 0.1% |
| 5667 | 30 | < 0.1% |
| 3476 | 30 | < 0.1% |
| 3596 | 30 | < 0.1% |
| 5100 | 30 | < 0.1% |
| 2139 | 30 | < 0.1% |
| Other values (9833) | 95034 |
| Value | Count | Frequency (%) |
| 1 | 12 | |
| 2 | 12 | |
| 3 | 18 | |
| 4 | 8 | |
| 6 | 8 | |
| 7 | 12 | |
| 8 | 6 | < 0.1% |
| 10 | 6 | < 0.1% |
| 11 | 8 | |
| 12 | 8 |
| Value | Count | Frequency (%) |
| 12767 | 10 | |
| 12765 | 8 | |
| 12764 | 16 | |
| 12763 | 8 | |
| 12762 | 4 | < 0.1% |
| 12761 | 12 | |
| 12760 | 16 | |
| 12759 | 12 | |
| 12758 | 8 | |
| 12757 | 10 |
id_season
Categorical
HIGH CORRELATION 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 745.0 KiB |
| 87 | |
|---|---|
| 89 | |
| 86 | |
| 88 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 190678 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 86 |
|---|---|
| 2nd row | 86 |
| 3rd row | 86 |
| 4th row | 86 |
| 5th row | 86 |
Common Values
| Value | Count | Frequency (%) |
| 87 | 25265 | |
| 89 | 24080 | |
| 86 | 23691 | |
| 88 | 22303 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 87 | 25265 | |
| 89 | 24080 | |
| 86 | 23691 | |
| 88 | 22303 |
Most occurring characters
| Value | Count | Frequency (%) |
| 8 | 117642 | |
| 7 | 25265 | 13.3% |
| 9 | 24080 | 12.6% |
| 6 | 23691 | 12.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 190678 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 8 | 117642 | |
| 7 | 25265 | 13.3% |
| 9 | 24080 | 12.6% |
| 6 | 23691 | 12.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 190678 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 8 | 117642 | |
| 7 | 25265 | 13.3% |
| 9 | 24080 | 12.6% |
| 6 | 23691 | 12.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 190678 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 8 | 117642 | |
| 7 | 25265 | 13.3% |
| 9 | 24080 | 12.6% |
| 6 | 23691 | 12.4% |
heel_shape_type
Unsupported
MISSING  REJECTED  UNSUPPORTED 
| Missing | 95339 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 745.0 KiB |
toecap_type
Unsupported
MISSING  REJECTED  UNSUPPORTED 
| Missing | 95339 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 745.0 KiB |
life_cycle_length
Real number (ℝ)
| Distinct | 25 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.164004 |
| Minimum | 1 |
|---|---|
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 745.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 8 |
| median | 10 |
| Q3 | 12 |
| 95-th percentile | 24 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 4.7427803 |
|---|---|
| Coefficient of variation (CV) | 0.42482788 |
| Kurtosis | 2.3248152 |
| Mean | 11.164004 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.5288402 |
| Sum | 1064365 |
| Variance | 22.493965 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8 | 35792 | |
| 12 | 22146 | |
| 10 | 9520 | 10.0% |
| 16 | 7408 | 7.8% |
| 6 | 6876 | 7.2% |
| 24 | 4392 | 4.6% |
| 14 | 2716 | 2.8% |
| 20 | 1860 | 2.0% |
| 18 | 1422 | 1.5% |
| 4 | 1308 | 1.4% |
| Other values (15) | 1899 | 2.0% |
| Value | Count | Frequency (%) |
| 1 | 2 | < 0.1% |
| 2 | 2 | < 0.1% |
| 4 | 1308 | 1.4% |
| 5 | 10 | < 0.1% |
| 6 | 6876 | 7.2% |
| 8 | 35792 | |
| 10 | 9520 | 10.0% |
| 12 | 22146 | |
| 13 | 52 | 0.1% |
| 14 | 2716 | 2.8% |
| Value | Count | Frequency (%) |
| 31 | 155 | 0.2% |
| 30 | 450 | 0.5% |
| 28 | 28 | < 0.1% |
| 26 | 286 | 0.3% |
| 25 | 100 | 0.1% |
| 24 | 4392 | |
| 23 | 23 | < 0.1% |
| 22 | 308 | 0.3% |
| 21 | 126 | 0.1% |
| 20 | 1860 |
num_stores
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 1242 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 531.35677 |
| Minimum | 8 |
|---|---|
| Maximum | 1272 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 745.0 KiB |
Quantile statistics
| Minimum | 8 |
|---|---|
| 5-th percentile | 56 |
| Q1 | 146 |
| median | 464 |
| Q3 | 893 |
| 95-th percentile | 1179 |
| Maximum | 1272 |
| Range | 1264 |
| Interquartile range (IQR) | 747 |
Descriptive statistics
| Standard deviation | 393.192 |
|---|---|
| Coefficient of variation (CV) | 0.7399774 |
| Kurtosis | -1.3367463 |
| Mean | 531.35677 |
| Median Absolute Deviation (MAD) | 342 |
| Skewness | 0.3367228 |
| Sum | 50659023 |
| Variance | 154599.95 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 110 | 342 | 0.4% |
| 132 | 330 | 0.3% |
| 92 | 320 | 0.3% |
| 113 | 314 | 0.3% |
| 114 | 308 | 0.3% |
| 111 | 308 | 0.3% |
| 104 | 304 | 0.3% |
| 125 | 292 | 0.3% |
| 90 | 288 | 0.3% |
| 65 | 284 | 0.3% |
| Other values (1232) | 92249 |
| Value | Count | Frequency (%) |
| 8 | 6 | < 0.1% |
| 9 | 4 | < 0.1% |
| 10 | 1 | < 0.1% |
| 11 | 33 | |
| 12 | 10 | < 0.1% |
| 14 | 8 | < 0.1% |
| 15 | 18 | |
| 16 | 44 | |
| 17 | 10 | < 0.1% |
| 18 | 18 |
| Value | Count | Frequency (%) |
| 1272 | 16 | < 0.1% |
| 1270 | 44 | |
| 1268 | 16 | < 0.1% |
| 1265 | 16 | < 0.1% |
| 1255 | 18 | < 0.1% |
| 1250 | 18 | < 0.1% |
| 1249 | 8 | < 0.1% |
| 1248 | 74 | |
| 1247 | 10 | < 0.1% |
| 1245 | 16 | < 0.1% |
num_sizes
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.6762395 |
| Minimum | 1 |
|---|---|
| Maximum | 13 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 745.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 5 |
| median | 7 |
| Q3 | 7 |
| 95-th percentile | 11 |
| Maximum | 13 |
| Range | 12 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.4808725 |
|---|---|
| Coefficient of variation (CV) | 0.37159729 |
| Kurtosis | -0.31080436 |
| Mean | 6.6762395 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.65791586 |
| Sum | 636506 |
| Variance | 6.1547283 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 29594 | |
| 5 | 27186 | |
| 11 | 12222 | |
| 3 | 7452 | 7.8% |
| 4 | 5311 | 5.6% |
| 8 | 4681 | 4.9% |
| 12 | 3871 | 4.1% |
| 6 | 3790 | 4.0% |
| 10 | 554 | 0.6% |
| 9 | 222 | 0.2% |
| Other values (3) | 456 | 0.5% |
| Value | Count | Frequency (%) |
| 1 | 220 | 0.2% |
| 2 | 190 | 0.2% |
| 3 | 7452 | 7.8% |
| 4 | 5311 | 5.6% |
| 5 | 27186 | |
| 6 | 3790 | 4.0% |
| 7 | 29594 | |
| 8 | 4681 | 4.9% |
| 9 | 222 | 0.2% |
| 10 | 554 | 0.6% |
| Value | Count | Frequency (%) |
| 13 | 46 | < 0.1% |
| 12 | 3871 | 4.1% |
| 11 | 12222 | |
| 10 | 554 | 0.6% |
| 9 | 222 | 0.2% |
| 8 | 4681 | 4.9% |
| 7 | 29594 | |
| 6 | 3790 | 4.0% |
| 5 | 27186 | |
| 4 | 5311 | 5.6% |
has_plus_sizes
Boolean
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 93.2 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 85393 | |
| True | 9946 | 10.4% |
price
Real number (ℝ)
| Distinct | 54 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37.010473 |
| Minimum | 6.99 |
|---|---|
| Maximum | 799.99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 745.0 KiB |
Quantile statistics
| Minimum | 6.99 |
|---|---|
| 5-th percentile | 12.99 |
| Q1 | 25.99 |
| median | 29.99 |
| Q3 | 39.99 |
| 95-th percentile | 69.99 |
| Maximum | 799.99 |
| Range | 793 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 28.831422 |
|---|---|
| Coefficient of variation (CV) | 0.7790071 |
| Kurtosis | 135.90077 |
| Mean | 37.010473 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 8.0667678 |
| Sum | 3528541.5 |
| Variance | 831.25088 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 29.99 | 20606 | |
| 39.99 | 13426 | |
| 25.99 | 10436 | |
| 35.99 | 6921 | 7.3% |
| 49.99 | 6088 | 6.4% |
| 19.99 | 6008 | 6.3% |
| 22.99 | 5764 | 6.0% |
| 59.99 | 4334 | 4.5% |
| 15.99 | 2906 | 3.0% |
| 12.99 | 2565 | 2.7% |
| Other values (44) | 16285 |
| Value | Count | Frequency (%) |
| 6.99 | 50 | 0.1% |
| 7.99 | 1584 | 1.7% |
| 9.99 | 1720 | 1.8% |
| 12.99 | 2565 | 2.7% |
| 15.99 | 2906 | 3.0% |
| 17.99 | 2098 | 2.2% |
| 19.99 | 6008 | |
| 22.99 | 5764 | |
| 25.99 | 10436 | |
| 27.99 | 1991 | 2.1% |
| Value | Count | Frequency (%) |
| 799.99 | 8 | < 0.1% |
| 699.99 | 24 | |
| 499.99 | 8 | < 0.1% |
| 349.99 | 36 | |
| 320 | 6 | < 0.1% |
| 300 | 6 | < 0.1% |
| 299.99 | 48 | |
| 270 | 12 | < 0.1% |
| 269.99 | 12 | < 0.1% |
| 260 | 18 | < 0.1% |
year
Categorical
HIGH CORRELATION 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 745.0 KiB |
| 2023 | |
|---|---|
| 2024 | |
| 2022 | 2468 |
| 2025 | 267 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 381356 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2023 |
|---|---|
| 2nd row | 2023 |
| 3rd row | 2023 |
| 4th row | 2023 |
| 5th row | 2023 |
Common Values
| Value | Count | Frequency (%) |
| 2023 | 48683 | |
| 2024 | 43921 | |
| 2022 | 2468 | 2.6% |
| 2025 | 267 | 0.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2023 | 48683 | |
| 2024 | 43921 | |
| 2022 | 2468 | 2.6% |
| 2025 | 267 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 193146 | |
| 0 | 95339 | |
| 3 | 48683 | 12.8% |
| 4 | 43921 | 11.5% |
| 5 | 267 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 381356 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 193146 | |
| 0 | 95339 | |
| 3 | 48683 | 12.8% |
| 4 | 43921 | 11.5% |
| 5 | 267 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 381356 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 193146 | |
| 0 | 95339 | |
| 3 | 48683 | 12.8% |
| 4 | 43921 | 11.5% |
| 5 | 267 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 381356 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 193146 | |
| 0 | 95339 | |
| 3 | 48683 | 12.8% |
| 4 | 43921 | 11.5% |
| 5 | 267 | 0.1% |
num_week_iso
Real number (ℝ)
| Distinct | 52 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27.649535 |
| Minimum | 1 |
|---|---|
| Maximum | 52 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 745.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 15 |
| median | 28 |
| Q3 | 41 |
| 95-th percentile | 50 |
| Maximum | 52 |
| Range | 51 |
| Interquartile range (IQR) | 26 |
Descriptive statistics
| Standard deviation | 14.733438 |
|---|---|
| Coefficient of variation (CV) | 0.53286388 |
| Kurtosis | -1.2461839 |
| Mean | 27.649535 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | -0.054107221 |
| Sum | 2636079 |
| Variance | 217.07421 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 16 | 2329 | 2.4% |
| 42 | 2294 | 2.4% |
| 17 | 2293 | 2.4% |
| 45 | 2282 | 2.4% |
| 18 | 2258 | 2.4% |
| 15 | 2248 | 2.4% |
| 44 | 2248 | 2.4% |
| 43 | 2219 | 2.3% |
| 41 | 2214 | 2.3% |
| 19 | 2204 | 2.3% |
| Other values (42) | 72750 |
| Value | Count | Frequency (%) |
| 1 | 1329 | |
| 2 | 1229 | |
| 3 | 1329 | |
| 4 | 1252 | |
| 5 | 1432 | |
| 6 | 1422 | |
| 7 | 1480 | |
| 8 | 1486 | |
| 9 | 1634 | |
| 10 | 1741 |
| Value | Count | Frequency (%) |
| 52 | 1481 | |
| 51 | 1740 | |
| 50 | 1895 | |
| 49 | 2079 | |
| 48 | 2121 | |
| 47 | 2002 | |
| 46 | 2128 | |
| 45 | 2282 | |
| 44 | 2248 | |
| 43 | 2219 |
weekly_sales
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 5009 |
|---|---|
| Distinct (%) | 5.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 948.03039 |
| Minimum | -1706 |
|---|---|
| Maximum | 17291 |
| Zeros | 307 |
| Zeros (%) | 0.3% |
| Negative | 5071 |
| Negative (%) | 5.3% |
| Memory size | 745.0 KiB |
Quantile statistics
| Minimum | -1706 |
|---|---|
| 5-th percentile | -3 |
| Q1 | 99 |
| median | 451 |
| Q3 | 1380 |
| 95-th percentile | 3483.1 |
| Maximum | 17291 |
| Range | 18997 |
| Interquartile range (IQR) | 1281 |
Descriptive statistics
| Standard deviation | 1239.0753 |
|---|---|
| Coefficient of variation (CV) | 1.3069995 |
| Kurtosis | 7.9519369 |
| Mean | 948.03039 |
| Median Absolute Deviation (MAD) | 416 |
| Skewness | 2.2844951 |
| Sum | 90384269 |
| Variance | 1535307.5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8 | 346 | 0.4% |
| 3 | 337 | 0.4% |
| 16 | 317 | 0.3% |
| 1 | 315 | 0.3% |
| 4 | 311 | 0.3% |
| 15 | 311 | 0.3% |
| 23 | 309 | 0.3% |
| 7 | 309 | 0.3% |
| 19 | 308 | 0.3% |
| 5 | 308 | 0.3% |
| Other values (4999) | 92168 |
| Value | Count | Frequency (%) |
| -1706 | 1 | |
| -1496 | 1 | |
| -1385 | 1 | |
| -1283 | 1 | |
| -1157 | 1 | |
| -1146 | 1 | |
| -973 | 1 | |
| -867 | 1 | |
| -834 | 1 | |
| -819 | 1 |
| Value | Count | Frequency (%) |
| 17291 | 1 | |
| 14546 | 1 | |
| 14035 | 1 | |
| 13886 | 1 | |
| 13249 | 1 | |
| 13206 | 1 | |
| 12899 | 1 | |
| 12713 | 1 | |
| 12687 | 1 | |
| 12141 | 1 |
weekly_demand
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 5623 |
|---|---|
| Distinct (%) | 5.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1117.1747 |
| Minimum | -1496 |
|---|---|
| Maximum | 38179 |
| Zeros | 243 |
| Zeros (%) | 0.3% |
| Negative | 3344 |
| Negative (%) | 3.5% |
| Memory size | 745.0 KiB |
Quantile statistics
| Minimum | -1496 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 124 |
| median | 535 |
| Q3 | 1584 |
| 95-th percentile | 4085.1 |
| Maximum | 38179 |
| Range | 39675 |
| Interquartile range (IQR) | 1460 |
Descriptive statistics
| Standard deviation | 1507.7155 |
|---|---|
| Coefficient of variation (CV) | 1.349579 |
| Kurtosis | 28.308793 |
| Mean | 1117.1747 |
| Median Absolute Deviation (MAD) | 484 |
| Skewness | 3.2927171 |
| Sum | 1.0651032 × 108 |
| Variance | 2273206 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 19 | 298 | 0.3% |
| 4 | 298 | 0.3% |
| 3 | 291 | 0.3% |
| 8 | 282 | 0.3% |
| 15 | 281 | 0.3% |
| 31 | 277 | 0.3% |
| 9 | 275 | 0.3% |
| 35 | 272 | 0.3% |
| 26 | 269 | 0.3% |
| 18 | 266 | 0.3% |
| Other values (5613) | 92530 |
| Value | Count | Frequency (%) |
| -1496 | 1 | |
| -1220 | 1 | |
| -1164 | 1 | |
| -1157 | 1 | |
| -957 | 1 | |
| -819 | 1 | |
| -815 | 1 | |
| -784 | 1 | |
| -780 | 1 | |
| -756 | 1 |
| Value | Count | Frequency (%) |
| 38179 | 1 | |
| 36233 | 1 | |
| 35404 | 1 | |
| 32964 | 1 | |
| 31570 | 1 | |
| 30173 | 1 | |
| 27198 | 1 | |
| 26359 | 1 | |
| 26349 | 1 | |
| 24146 | 1 |
Production
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 8616 |
|---|---|
| Distinct (%) | 9.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28927.421 |
| Minimum | 90 |
|---|---|
| Maximum | 403172 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 745.0 KiB |
Quantile statistics
| Minimum | 90 |
|---|---|
| 5-th percentile | 2094 |
| Q1 | 6800 |
| median | 19266 |
| Q3 | 37426 |
| 95-th percentile | 90693 |
| Maximum | 403172 |
| Range | 403082 |
| Interquartile range (IQR) | 30626 |
Descriptive statistics
| Standard deviation | 34792.567 |
|---|---|
| Coefficient of variation (CV) | 1.2027539 |
| Kurtosis | 19.525629 |
| Mean | 28927.421 |
| Median Absolute Deviation (MAD) | 13820 |
| Skewness | 3.4931329 |
| Sum | 2.7579114 × 109 |
| Variance | 1.2105227 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5004 | 50 | 0.1% |
| 1195 | 48 | 0.1% |
| 4675 | 48 | 0.1% |
| 775 | 48 | 0.1% |
| 1955 | 48 | 0.1% |
| 2604 | 47 | < 0.1% |
| 3518 | 46 | < 0.1% |
| 3044 | 45 | < 0.1% |
| 3430 | 44 | < 0.1% |
| 4000 | 44 | < 0.1% |
| Other values (8606) | 94871 |
| Value | Count | Frequency (%) |
| 90 | 8 | |
| 97 | 4 | < 0.1% |
| 119 | 6 | |
| 159 | 14 | |
| 165 | 6 | |
| 181 | 8 | |
| 192 | 1 | < 0.1% |
| 196 | 8 | |
| 203 | 6 | |
| 211 | 6 |
| Value | Count | Frequency (%) |
| 403172 | 24 | |
| 393921 | 24 | |
| 337245 | 24 | |
| 322732 | 24 | |
| 307031 | 24 | |
| 305404 | 24 | |
| 280388 | 30 | |
| 279473 | 20 | |
| 278602 | 24 | |
| 276971 | 24 |
| ID | Production | has_plus_sizes | id_season | life_cycle_length | num_sizes | num_stores | num_week_iso | price | weekly_demand | weekly_sales | year | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ID | 1.000 | 0.001 | 0.033 | 0.030 | -0.005 | 0.002 | 0.009 | 0.008 | 0.006 | 0.006 | 0.007 | 0.020 |
| Production | 0.001 | 1.000 | 0.338 | 0.050 | 0.169 | 0.738 | 0.923 | -0.003 | -0.329 | 0.783 | 0.772 | 0.030 |
| has_plus_sizes | 0.033 | 0.338 | 1.000 | 0.245 | 0.108 | 0.439 | 0.320 | -0.078 | -0.059 | 0.270 | 0.263 | 0.058 |
| id_season | 0.030 | 0.050 | 0.245 | 1.000 | -0.014 | -0.099 | 0.059 | 0.321 | 0.002 | -0.018 | -0.008 | 0.567 |
| life_cycle_length | -0.005 | 0.169 | 0.108 | -0.014 | 1.000 | 0.159 | 0.080 | -0.058 | -0.221 | -0.018 | -0.019 | 0.110 |
| num_sizes | 0.002 | 0.738 | 0.439 | -0.099 | 0.159 | 1.000 | 0.707 | -0.029 | -0.126 | 0.594 | 0.576 | 0.077 |
| num_stores | 0.009 | 0.923 | 0.320 | 0.059 | 0.080 | 0.707 | 1.000 | 0.048 | -0.199 | 0.774 | 0.755 | 0.061 |
| num_week_iso | 0.008 | -0.003 | -0.078 | 0.321 | -0.058 | -0.029 | 0.048 | 1.000 | 0.044 | -0.023 | -0.038 | 0.268 |
| price | 0.006 | -0.329 | -0.059 | 0.002 | -0.221 | -0.126 | -0.199 | 0.044 | 1.000 | -0.227 | -0.235 | 0.030 |
| weekly_demand | 0.006 | 0.783 | 0.270 | -0.018 | -0.018 | 0.594 | 0.774 | -0.023 | -0.227 | 1.000 | 0.977 | 0.016 |
| weekly_sales | 0.007 | 0.772 | 0.263 | -0.008 | -0.019 | 0.576 | 0.755 | -0.038 | -0.235 | 0.977 | 1.000 | 0.038 |
| year | 0.020 | 0.030 | 0.058 | 0.567 | 0.110 | 0.077 | 0.061 | 0.268 | 0.030 | 0.016 | 0.038 | 1.000 |
| ID | id_season | heel_shape_type | toecap_type | life_cycle_length | num_stores | num_sizes | has_plus_sizes | price | year | num_week_iso | weekly_sales | weekly_demand | Production | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 86 | NaN | NaN | 12 | 152 | 5 | False | 35.99 | 2023 | 1 | 66 | 69 | 4556 |
| 1 | 1 | 86 | NaN | NaN | 12 | 152 | 5 | False | 35.99 | 2023 | 2 | 112 | 112 | 4556 |
| 2 | 1 | 86 | NaN | NaN | 12 | 152 | 5 | False | 35.99 | 2023 | 3 | 135 | 135 | 4556 |
| 3 | 1 | 86 | NaN | NaN | 12 | 152 | 5 | False | 35.99 | 2023 | 4 | 99 | 99 | 4556 |
| 4 | 1 | 86 | NaN | NaN | 12 | 152 | 5 | False | 35.99 | 2023 | 5 | 74 | 74 | 4556 |
| 5 | 1 | 86 | NaN | NaN | 12 | 152 | 5 | False | 35.99 | 2023 | 6 | 62 | 62 | 4556 |
| 6 | 1 | 86 | NaN | NaN | 12 | 152 | 5 | False | 35.99 | 2023 | 7 | 45 | 45 | 4556 |
| 7 | 1 | 86 | NaN | NaN | 12 | 152 | 5 | False | 35.99 | 2023 | 8 | 38 | 38 | 4556 |
| 8 | 1 | 86 | NaN | NaN | 12 | 152 | 5 | False | 35.99 | 2023 | 9 | 34 | 34 | 4556 |
| 9 | 1 | 86 | NaN | NaN | 12 | 152 | 5 | False | 35.99 | 2023 | 10 | 53 | 53 | 4556 |
| ID | id_season | heel_shape_type | toecap_type | life_cycle_length | num_stores | num_sizes | has_plus_sizes | price | year | num_week_iso | weekly_sales | weekly_demand | Production | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 95329 | 12767 | 87 | NaN | NaN | 10 | 599 | 7 | False | 159.99 | 2023 | 42 | 414 | 419 | 8959 |
| 95330 | 12767 | 87 | NaN | NaN | 10 | 599 | 7 | False | 159.99 | 2023 | 43 | 471 | 482 | 8959 |
| 95331 | 12767 | 87 | NaN | NaN | 10 | 599 | 7 | False | 159.99 | 2023 | 44 | 594 | 599 | 8959 |
| 95332 | 12767 | 87 | NaN | NaN | 10 | 599 | 7 | False | 159.99 | 2023 | 45 | 601 | 686 | 8959 |
| 95333 | 12767 | 87 | NaN | NaN | 10 | 599 | 7 | False | 159.99 | 2023 | 46 | 474 | 563 | 8959 |
| 95334 | 12767 | 87 | NaN | NaN | 10 | 599 | 7 | False | 159.99 | 2023 | 47 | -162 | 82 | 8959 |
| 95335 | 12767 | 87 | NaN | NaN | 10 | 599 | 7 | False | 159.99 | 2023 | 48 | 231 | 324 | 8959 |
| 95336 | 12767 | 87 | NaN | NaN | 10 | 599 | 7 | False | 159.99 | 2023 | 49 | 410 | 694 | 8959 |
| 95337 | 12767 | 87 | NaN | NaN | 10 | 599 | 7 | False | 159.99 | 2023 | 50 | 347 | 441 | 8959 |
| 95338 | 12767 | 87 | NaN | NaN | 10 | 599 | 7 | False | 159.99 | 2023 | 51 | 174 | 319 | 8959 |